feat: solution for 'Повторный экзамен #2: Сравнительный обзор 3 сущностей (Tavily)'

2026-07-01 14:30:48 +03:00
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+# Comparison of Search and Vector Store Services
+
+| Feature | Tavily | Qdrant | Pinecone |
+|---------|--------|--------|----------|
+| **Primary Use** | Web search & summarization | Vector similarity search | Vector similarity search |
+| **Data Model** | Document embeddings + metadata | Points with vectors and payload | Points with vectors and metadata |
+| **Query Language** | REST API with query string | REST API + gRPC | REST API + gRPC |
+| **Scalability** | Cloud‑managed, auto‑scaling | Self‑hosted or managed, horizontal scaling | Managed service, auto‑scaling |
+| **Pricing** | Pay‑as‑you‑go (API calls) | Free open‑source, paid managed | Pay‑as‑you‑go (storage + queries) |
+| **Typical Use Cases** | Quick web search, summarization | Embedding search, recommendation, clustering | Recommendation, semantic search, ML pipelines |
+
+--- 
+
+> **Note**: This table provides a high‑level overview. For detailed feature comparisons, refer to the official documentation of each service.